Title :
Parameter estimation of a squirrel-double cage induction motor using clonal selection of immune algorithm
Author :
Kim, Dong Hwa ; Cho, Jae Hoon
Author_Institution :
Dept. Instrum. & Control Eng., Hanbat Nat. Univ., Daejon, South Korea
Abstract :
This paper suggests the techniques in determining the values of the steady-state equivalent circuit parameters of a three-phase squirrel-cage induction machine using immune algorithm. The parameter estimation procedure is based on the steady state phase current versus slip and input power versus slip characteristics. The proposed estimation algorithm is of a nonlinear kind based on clonal selection in immune algorithm. The machine parameters are obtained as the solution of a minimization of least-squares cost function by immune algorithm. Simulation shows better results than the conventional approaches.
Keywords :
equivalent circuits; least squares approximations; minimisation; parameter estimation; squirrel cage motors; clonal selection; immune algorithm; least-squares cost function minimization; parameter estimation; squirrel-double cage induction motor; steady-state equivalent circuit parameter; Cost function; Equivalent circuits; Induction machines; Induction motors; Minimization; Nonlinear equations; Parameter estimation; Performance analysis; Stators; Steady-state;
Conference_Titel :
Industrial Electronics Society, 2004. IECON 2004. 30th Annual Conference of IEEE
Print_ISBN :
0-7803-8730-9
DOI :
10.1109/IECON.2004.1431744